Oral/rectal microbiome and pancreatic fistula, Germany
Prospective case-control study of 75 buccal and 70 rectal swab samples from patients undergoing elective pancreas surgery, evaluating the orointestinal microbiome as a predictor of postoperative pancreatic fistula. machine-written summary
93 samples · 93 runs · DE · Adult · 2023 · 67.8 Mbp / sample
Checked this project's papers and archive records yourself? Mark it human-verified.
what each source gave
| ✓ Sequence archive | 1,199 sample values (age, antibiotic exposure, bmi, country, diet, diet detail, health condition, health condition detail) |
| ✓ Abstract / description | 54 sample values (health condition, health condition detail) |
| – Full text | no open-access full text linked |
| – Supplementary tables | no supplementary tables available (or none open access) |
| – External resources | not covered by the external resources we ingest |
| – User contribution | nothing uploaded yet |
| – Human verified | not yet checked by a person · I checked this project — verify it |
sex differs between samples of the same subject id (2 subjects, 4 samples) — sex withheld; subject ids shared by samples of both sexes (2 ids, 4 samples) — ids withheld.
The sources disagree on 4 samples. Where two incompatible values exist for one sample (or one person's samples disagree on sex), neither value is published: the field is left empty here, in the sample sheet and in the downloads. Both sides, with their sources, are in gut_metadata_contradictions.parquet of the data package (what counts as a contradiction).
Contradicted values (8)
| sample | field | value | other value | handling |
|---|---|---|---|---|
| SAMEA112450499 | sex | male (sequence archive) | subject 55: male in 1 sample, female in 1 sample | withheld: neither value published |
| SAMEA112450508 | sex | male (sequence archive) | subject 30: male in 1 sample, female in 1 sample | withheld: neither value published |
| SAMEA112450515 | sex | female (sequence archive) | subject 55: male in 1 sample, female in 1 sample | withheld: neither value published |
| SAMEA112450555 | sex | female (sequence archive) | subject 30: male in 1 sample, female in 1 sample | withheld: neither value published |
| SAMEA112450499 | subject id | 55 | male (sequence archive) | subject id withheld (samples of both sexes share it) |
| SAMEA112450508 | subject id | 30 | male (sequence archive) | subject id withheld (samples of both sexes share it) |
| SAMEA112450515 | subject id | 55 | female (sequence archive) | subject id withheld (samples of both sexes share it) |
| SAMEA112450555 | subject id | 30 | female (sequence archive) | subject id withheld (samples of both sexes share it) |
longitudinal
3 of 86 people sampled more than once (6 samples; median 2, up to 2 per person) · follow-up median 32.0 y (max 32.0 y) · median interval between samples 32.0 y (time from age at collection).
Each row is one person (1 shown of 3); dots are samples at days since that person's first sample.
No Sandpiper profile for this project's samples yet.
| field | samples | coverage | R1 | R2 | R3 | R4 |
|---|---|---|---|---|---|---|
| age_category | 93 | 100% | ||||
| country | 93 | 100% | 93 | |||
| health_condition | 93 | 100% | 66 | 27 | ||
| subject_id | 89 | 96% | 89 | |||
| detailed_location | 93 | 100% | ||||
| health_condition_detail | 93 | 100% | 66 | 27 | ||
| latitude | 93 | 100% | 93 | |||
| location_locality | 93 | 100% | 93 | |||
| location_region | 93 | 100% | 93 | |||
| longitude | 93 | 100% | 93 | |||
| age_at_collection_days | 66 | 71% | 66 | |||
| antibiotic_exposure | 66 | 71% | 66 | |||
| bmi | 66 | 71% | 66 | |||
| diet | 66 | 71% | 66 | |||
| diet_detail | 66 | 71% | 66 | |||
| smoking_status | 66 | 71% | 66 | |||
| sex | 62 | 67% | 62 | |||
| medication | 50 | 54% | 50 | |||
| lifestyle | 2 | 2% | 2 | |||
| lifestyle_detail | 2 | 2% | 2 | |||
| medication_detail | 1 | 1% | 1 |
- Whole 16S rRNA sequencing of the oral microbiome predicts postoperative pancreatic fistula: prospective observational cohort study. 2023 PMID 37260059 own_data
Archive description
Postoperative pancreatic fistula (POPF) is a common and potentially severe complication following pancreas surgery. To date, there is no objective predictor anticipating the occurrence of POPF. Here, we aim to prospectively evaluate the orointestinal microbiome as predictor for POPF. In total 105 patients were recruited prospectively before elective pancreas surgery. To this end, buccal, and rectal swabs were collected (in total 203 samples). After excluding patients with delayed surgery (> 1 week after recruitment) and pancreatectomy, as well as all samples that had not reached the desired sequencing depth, 75 buccal and 70 rectal samples (n= 75) were included in the subsequent analysis. Microbial composition was determined by Oxford Nanopore Technologies. For buccal samples 16S rRNA sequencing, and for rectal swabs metagenomic sequencing was performed. Out of 75 buccal samples 19 were collected from patients with type B or C fistula (rPOPF), and 56 showed biochemical leak (BL) or no fistula (nPOPF). Out of 70 rectal samples, 17 were collected from patients belonging to rPOPF. Significant differences between groups were detected for β-diversity (unweighted UniFrac p-value = 0.003) and α-diversity (observed species, p-value 0.004) in buccal but not rectal swabs. Notably, even after incorporation of 67 potentially confounding variables, the results remain significant (p-value = 0.002). Interestingly, the body-mass index (BMI) was the most obvious confounding factor. Four species were found to be differentially abundant in the relevant fistula group: Streptococcus gorondii, Gemella haemolysans, Haemophilus parainfluenzae, Gemella sanguinis. Building a model with these species and the BMI resulted in an AUROC of 94.2 %. This combined model outperforms BMI alone (86.5 %) and species alone (78.6 %) Our results show that POPF can be predicted by the oral microbiome in combination with BMI.
How this project entered the registry
Classified as human gut / stool / oral cavity shotgun DNA metagenome of adult by deterministic_prior with confidence 0.90. Assay shotgun_dna.
- host external_curation.infant_catalog · “infant triage reason_code age_adult_only”
- body site study.description · “end, buccal, and rectal swabs were collected”
- body site external_curation.infant_catalog · “body_site_call gut”
- body site study.description · “To this end, buccal , and rectal”
- life stage external_curation.infant_catalog · “infant triage reason_code age_adult_only”
Evidence examples (one per field × route)
| sample | field | value | route | conf. | source | quote |
|---|---|---|---|---|---|---|
| SAMEA112450498 | age_at_collection_days | 27759.0 | R1 | 0.90 | sample.attr.host_age | 76 |
| SAMEA112450498 | antibiotic_exposure | no | R1 | 0.90 | biosample_attr | More than 6 months no antibiotics |
| SAMEA112450498 | bmi | 25.8 | R1 | 0.90 | sample.attr.host_body_mass_index | 25.8 |
| SAMEA112450471 | country | DE | R1 | 0.90 | sample.attr.geo_loc_name | Germany:Stadt Gottingen |
| SAMEA112450498 | diet | omnivore | R1 | 0.90 | biosample.attribute:diet | omnivour |
| SAMEA112450498 | diet_detail | omnivour | R1 | 0.90 | biosample.attribute:diet | omnivour |
| SAMEA112450498 | health_condition | neurological_psychiatric | R1 | 0.85 | biosample_attr | yes |
| SAMEA112450499 | health_condition | other_disease | R1 | 0.80 | sample.attr.diagnosis | mt_ipmn |
| SAMEA112450471 | health_condition | other_disease | R4 | 0.50 | study.title | Pancreatic Ductal Adenocarcinoma |
| SAMEA112450498 | health_condition_detail | mcn | R1 | 0.90 | sample.attr.diagnosis | mcn |
| SAMEA112450471 | health_condition_detail | pancreatic ductal adenocarcinoma | R4 | 0.50 | study.title | Pancreatic Ductal Adenocarcinoma |
| SAMEA112450471 | latitude | 51.5300 | R1 | 0.90 | biosample.attribute:latitude+longitude | 51.53 9.93 |
| SAMEA112450528 | lifestyle | vegetarian_or_vegan | R1 | 0.85 | biosample.attribute:diet | vegetarian |
| SAMEA112450528 | lifestyle_detail | vegetarian | R1 | 0.85 | biosample.attribute:diet | vegetarian |
| SAMEA112450471 | location_locality | Göttingen | R1 | 0.85 | biosample.attribute:geo_loc_name | Germany:Stadt Gottingen |
| SAMEA112450471 | location_region | Lower Saxony | R1 | 0.60 | biosample.attribute:latitude+longitude | 51.53 9.93 |
| SAMEA112450471 | longitude | 9.9300 | R1 | 0.90 | biosample.attribute:latitude+longitude | 51.53 9.93 |
| SAMEA112450498 | medication | laxative;ppi | R1 | 0.90 | biosample.attribute:ppi | yes |
| SAMEA112450499 | medication | metformin;statin | R1 | 0.90 | biosample.attribute:metformin | yes |
| SAMEA112450501 | medication | statin | R1 | 0.90 | biosample.attribute:statines | yes |
| SAMEA112450512 | medication | immunosuppressant_or_biologic | R1 | 0.90 | biosample.attribute:immunosuppressant | yes |
| SAMEA112450557 | medication | antidiabetic_other | R1 | 0.85 | biosample.attribute:insuline | insuline: yes |
| SAMEA112450557 | medication_detail | insulin (insuline: yes) | R1 | 0.85 | biosample.attribute:insuline | insuline: yes |
| SAMEA112450498 | sex | female | R1 | 0.90 | sample.attr.sex | female |
| SAMEA112450498 | smoking_status | never | R1 | 0.80 | biosample.attribute:nicotine_consumption | No |
| SAMEA112450471 | subject_id | 1.1 | R1 | 0.85 | sample.attr.host_subject_id | 1.1 |
Sequencing
93 runs over 93 samples · mean 88.4 Mbp per run (median 67.8 Mbp, total 8.22 Gbp; 93 runs with a base count) · layout SINGLE 93 · platform OXFORD_NANOPORE 93 · models GridION (93) · 0% of runs with a Sandpiper profile · first public 2023-02-02
Authors (0)
No author record.
Downloads
PRJEB59450.csv.gz (4.3 KB) · parquet (78.2 KB) — all 93 samples, every field with route and confidence · PRJEB59450_determinations.csv.gz (11.5 KB) — 1,253 evidence rows